Dataset statistics
| Train | Test | |
|---|---|---|
| Number of variables | 7 | 7 |
| Number of observations | 536 | 264 |
| Missing cells | 0 | 0 |
| Missing cells (%) | 0.0% | 0.0% |
| Duplicate rows | 10 | 1 |
| Duplicate rows (%) | 1.9% | 0.4% |
| Total size in memory | 33.5 KiB | 16.5 KiB |
| Average record size in memory | 64.0 B | 64.0 B |
Variable types
| Train | Test | |
|---|---|---|
| Numeric | 7 | 7 |
| Train | Test | |
|---|---|---|
| Dataset has 10 (1.9%) duplicate rows | Dataset has 1 (0.4%) duplicate rows | Duplicates |
Total is highly overall correlated with HP and 5 other fields | Total is highly overall correlated with HP and 5 other fields | High Correlation |
HP is highly overall correlated with Total and 3 other fields | HP is highly overall correlated with Total and 1 other fields | High Correlation |
Attack is highly overall correlated with Total and 2 other fields | Attack is highly overall correlated with Total and 1 other fields | High Correlation |
Defense is highly overall correlated with Total and 2 other fields | Defense is highly overall correlated with Total and 1 other fields | High Correlation |
Sp. Atk is highly overall correlated with Total and 2 other fields | Sp. Atk is highly overall correlated with Total and 1 other fields | High Correlation |
Sp. Def is highly overall correlated with Total and 3 other fields | Sp. Def is highly overall correlated with Total and 2 other fields | High Correlation |
Speed is highly overall correlated with Total | Speed is highly overall correlated with Total | High Correlation |
Reproduction
| Train | Test | |
|---|---|---|
| Analysis started | 2023-11-17 13:13:02.332704 | 2023-11-17 13:13:12.042273 |
| Analysis finished | 2023-11-17 13:13:12.036688 | 2023-11-17 13:13:21.019593 |
| Duration | 9.7 seconds | 8.98 seconds |
| Software version | ydata-profiling vv4.6.1 | ydata-profiling vv4.6.1 |
| Download configuration | config.json | config.json |
Total
Real number (ℝ)
| Train | Test | |
|---|---|---|
| Distinct | 166 | 120 |
| Distinct (%) | 31.0% | 45.5% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Infinite | 0 | 0 |
| Infinite (%) | 0.0% | 0.0% |
| Mean | 433.34328 | 438.67424 |
| Train | Test | |
|---|---|---|
| Minimum | 180 | 194 |
| Maximum | 780 | 780 |
| Zeros | 0 | 0 |
| Zeros (%) | 0.0% | 0.0% |
| Negative | 0 | 0 |
| Negative (%) | 0.0% | 0.0% |
| Memory size | 8.4 KiB | 4.1 KiB |
Quantile statistics
| Train | Test | |
|---|---|---|
| Minimum | 180 | 194 |
| 5-th percentile | 248.75 | 254.05 |
| Q1 | 325 | 335 |
| median | 440 | 462 |
| Q3 | 515 | 518.5 |
| 95-th percentile | 630 | 618 |
| Maximum | 780 | 780 |
| Range | 600 | 586 |
| Interquartile range (IQR) | 190 | 183.5 |
Descriptive statistics
| Train | Test | |
|---|---|---|
| Standard deviation | 121.12103 | 117.72356 |
| Coefficient of variation (CV) | 0.27950366 | 0.26836214 |
| Kurtosis | -0.59638969 | -0.28864589 |
| Mean | 433.34328 | 438.67424 |
| Median Absolute Deviation (MAD) | 91.5 | 72 |
| Skewness | 0.16830266 | 0.12407055 |
| Sum | 232272 | 115810 |
| Variance | 14670.304 | 13858.836 |
| Monotonicity | Not monotonic | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 600 | 29 | 5.4% |
| 580 | 18 | 3.4% |
| 405 | 16 | 3.0% |
| 300 | 15 | 2.8% |
| 500 | 12 | 2.2% |
| 480 | 10 | 1.9% |
| 495 | 10 | 1.9% |
| 490 | 10 | 1.9% |
| 680 | 9 | 1.7% |
| 310 | 9 | 1.7% |
| Other values (156) | 398 |
| Value | Count | Frequency (%) |
| 500 | 11 | 4.2% |
| 405 | 10 | 3.8% |
| 600 | 8 | 3.0% |
| 525 | 8 | 3.0% |
| 490 | 8 | 3.0% |
| 520 | 7 | 2.7% |
| 330 | 6 | 2.3% |
| 540 | 5 | 1.9% |
| 580 | 5 | 1.9% |
| 495 | 5 | 1.9% |
| Other values (110) | 191 |
| Value | Count | Frequency (%) |
| 180 | 1 | 0.2% |
| 190 | 1 | 0.2% |
| 195 | 3 | |
| 198 | 1 | 0.2% |
| 200 | 1 | 0.2% |
| 205 | 5 | |
| 210 | 2 | 0.4% |
| 215 | 1 | 0.2% |
| 218 | 1 | 0.2% |
| 220 | 3 |
| Value | Count | Frequency (%) |
| 194 | 1 | 0.4% |
| 200 | 2 | |
| 210 | 1 | 0.4% |
| 213 | 1 | 0.4% |
| 220 | 1 | 0.4% |
| 236 | 1 | 0.4% |
| 240 | 1 | 0.4% |
| 245 | 1 | 0.4% |
| 250 | 4 | |
| 253 | 1 | 0.4% |
| Value | Count | Frequency (%) |
| 194 | 1 | 0.2% |
| 200 | 2 | |
| 210 | 1 | 0.2% |
| 213 | 1 | 0.2% |
| 220 | 1 | 0.2% |
| 236 | 1 | 0.2% |
| 240 | 1 | 0.2% |
| 245 | 1 | 0.2% |
| 250 | 4 | |
| 253 | 1 | 0.2% |
| Value | Count | Frequency (%) |
| 180 | 1 | 0.4% |
| 190 | 1 | 0.4% |
| 195 | 3 | |
| 198 | 1 | 0.4% |
| 200 | 1 | 0.4% |
| 205 | 5 | |
| 210 | 2 | 0.8% |
| 215 | 1 | 0.4% |
| 218 | 1 | 0.4% |
| 220 | 3 |
HP
Real number (ℝ)
| Train | Test | |
|---|---|---|
| Distinct | 79 | 62 |
| Distinct (%) | 14.7% | 23.5% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Infinite | 0 | 0 |
| Infinite (%) | 0.0% | 0.0% |
| Mean | 69.203358 | 69.371212 |
| Train | Test | |
|---|---|---|
| Minimum | 20 | 1 |
| Maximum | 255 | 170 |
| Zeros | 0 | 0 |
| Zeros (%) | 0.0% | 0.0% |
| Negative | 0 | 0 |
| Negative (%) | 0.0% | 0.0% |
| Memory size | 8.4 KiB | 4.1 KiB |
Quantile statistics
| Train | Test | |
|---|---|---|
| Minimum | 20 | 1 |
| 5-th percentile | 37.5 | 35.3 |
| Q1 | 50 | 50 |
| median | 66 | 65 |
| Q3 | 80 | 80.25 |
| 95-th percentile | 108.25 | 110 |
| Maximum | 255 | 170 |
| Range | 235 | 169 |
| Interquartile range (IQR) | 30 | 30.25 |
Descriptive statistics
| Train | Test | |
|---|---|---|
| Standard deviation | 25.610849 | 25.42742 |
| Coefficient of variation (CV) | 0.37008101 | 0.36654138 |
| Kurtosis | 9.8048898 | 1.9636548 |
| Mean | 69.203358 | 69.371212 |
| Median Absolute Deviation (MAD) | 16 | 15 |
| Skewness | 1.8898684 | 0.90631143 |
| Sum | 37093 | 18314 |
| Variance | 655.91558 | 646.55369 |
| Monotonicity | Not monotonic | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 60 | 43 | 8.0% |
| 50 | 40 | 7.5% |
| 70 | 38 | 7.1% |
| 80 | 31 | 5.8% |
| 45 | 30 | 5.6% |
| 75 | 28 | 5.2% |
| 55 | 27 | 5.0% |
| 40 | 25 | 4.7% |
| 65 | 25 | 4.7% |
| 90 | 21 | 3.9% |
| Other values (69) | 228 |
| Value | Count | Frequency (%) |
| 60 | 24 | 9.1% |
| 50 | 23 | 8.7% |
| 65 | 21 | 8.0% |
| 70 | 19 | 7.2% |
| 75 | 15 | 5.7% |
| 40 | 13 | 4.9% |
| 80 | 12 | 4.5% |
| 100 | 11 | 4.2% |
| 55 | 10 | 3.8% |
| 95 | 9 | 3.4% |
| Other values (52) | 107 |
| Value | Count | Frequency (%) |
| 20 | 3 | 0.6% |
| 25 | 2 | 0.4% |
| 28 | 1 | 0.2% |
| 30 | 9 | 1.7% |
| 35 | 11 | |
| 36 | 1 | 0.2% |
| 38 | 5 | 0.9% |
| 39 | 2 | 0.4% |
| 40 | 25 | |
| 41 | 1 | 0.2% |
| Value | Count | Frequency (%) |
| 1 | 1 | 0.4% |
| 10 | 1 | 0.4% |
| 20 | 3 | 1.1% |
| 30 | 4 | 1.5% |
| 31 | 1 | 0.4% |
| 35 | 4 | 1.5% |
| 37 | 1 | 0.4% |
| 38 | 1 | 0.4% |
| 40 | 13 | |
| 41 | 2 | 0.8% |
| Value | Count | Frequency (%) |
| 1 | 1 | 0.2% |
| 10 | 1 | 0.2% |
| 20 | 3 | 0.6% |
| 30 | 4 | 0.7% |
| 31 | 1 | 0.2% |
| 35 | 4 | 0.7% |
| 37 | 1 | 0.2% |
| 38 | 1 | 0.2% |
| 40 | 13 | |
| 41 | 2 | 0.4% |
| Value | Count | Frequency (%) |
| 20 | 3 | 1.1% |
| 25 | 2 | 0.8% |
| 28 | 1 | 0.4% |
| 30 | 9 | 3.4% |
| 35 | 11 | |
| 36 | 1 | 0.4% |
| 38 | 5 | 1.9% |
| 39 | 2 | 0.8% |
| 40 | 25 | |
| 41 | 1 | 0.4% |
Attack
Real number (ℝ)
| Train | Test | |
|---|---|---|
| Distinct | 100 | 67 |
| Distinct (%) | 18.7% | 25.4% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Infinite | 0 | 0 |
| Infinite (%) | 0.0% | 0.0% |
| Mean | 79.063433 | 78.875 |
| Train | Test | |
|---|---|---|
| Minimum | 5 | 10 |
| Maximum | 190 | 180 |
| Zeros | 0 | 0 |
| Zeros (%) | 0.0% | 0.0% |
| Negative | 0 | 0 |
| Negative (%) | 0.0% | 0.0% |
| Memory size | 8.4 KiB | 4.1 KiB |
Quantile statistics
| Train | Test | |
|---|---|---|
| Minimum | 5 | 10 |
| 5-th percentile | 30 | 30.75 |
| Q1 | 55 | 55 |
| median | 75 | 75 |
| Q3 | 100 | 100 |
| 95-th percentile | 132.5 | 146.7 |
| Maximum | 190 | 180 |
| Range | 185 | 170 |
| Interquartile range (IQR) | 45 | 45 |
Descriptive statistics
| Train | Test | |
|---|---|---|
| Standard deviation | 32.338335 | 32.758993 |
| Coefficient of variation (CV) | 0.4090176 | 0.41532796 |
| Kurtosis | 0.25575417 | 0.027835335 |
| Mean | 79.063433 | 78.875 |
| Median Absolute Deviation (MAD) | 20 | 21 |
| Skewness | 0.52518286 | 0.6068723 |
| Sum | 42378 | 20823 |
| Variance | 1045.7679 | 1073.1516 |
| Monotonicity | Not monotonic | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 80 | 25 | 4.7% |
| 100 | 24 | 4.5% |
| 50 | 23 | 4.3% |
| 85 | 23 | 4.3% |
| 75 | 21 | 3.9% |
| 70 | 21 | 3.9% |
| 60 | 21 | 3.9% |
| 90 | 20 | 3.7% |
| 65 | 20 | 3.7% |
| 55 | 20 | 3.7% |
| Other values (90) | 318 |
| Value | Count | Frequency (%) |
| 65 | 19 | 7.2% |
| 100 | 16 | 6.1% |
| 50 | 14 | 5.3% |
| 45 | 13 | 4.9% |
| 60 | 12 | 4.5% |
| 80 | 12 | 4.5% |
| 75 | 11 | 4.2% |
| 55 | 10 | 3.8% |
| 70 | 10 | 3.8% |
| 90 | 10 | 3.8% |
| Other values (57) | 137 |
| Value | Count | Frequency (%) |
| 5 | 2 | 0.4% |
| 10 | 2 | 0.4% |
| 20 | 6 | 1.1% |
| 24 | 1 | 0.2% |
| 25 | 4 | 0.7% |
| 27 | 1 | 0.2% |
| 29 | 1 | 0.2% |
| 30 | 15 | |
| 33 | 1 | 0.2% |
| 35 | 11 |
| Value | Count | Frequency (%) |
| 10 | 1 | 0.4% |
| 15 | 1 | 0.4% |
| 20 | 2 | 0.8% |
| 22 | 1 | 0.4% |
| 23 | 1 | 0.4% |
| 25 | 3 | 1.1% |
| 30 | 5 | |
| 35 | 2 | 0.8% |
| 38 | 1 | 0.4% |
| 40 | 9 |
| Value | Count | Frequency (%) |
| 10 | 1 | 0.2% |
| 15 | 1 | 0.2% |
| 20 | 2 | 0.4% |
| 22 | 1 | 0.2% |
| 23 | 1 | 0.2% |
| 25 | 3 | 0.6% |
| 30 | 5 | |
| 35 | 2 | 0.4% |
| 38 | 1 | 0.2% |
| 40 | 9 |
| Value | Count | Frequency (%) |
| 5 | 2 | 0.8% |
| 10 | 2 | 0.8% |
| 20 | 6 | 2.3% |
| 24 | 1 | 0.4% |
| 25 | 4 | 1.5% |
| 27 | 1 | 0.4% |
| 29 | 1 | 0.4% |
| 30 | 15 | |
| 33 | 1 | 0.4% |
| 35 | 11 |
Defense
Real number (ℝ)
| Train | Test | |
|---|---|---|
| Distinct | 90 | 66 |
| Distinct (%) | 16.8% | 25.0% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Infinite | 0 | 0 |
| Infinite (%) | 0.0% | 0.0% |
| Mean | 73.212687 | 75.121212 |
| Train | Test | |
|---|---|---|
| Minimum | 5 | 20 |
| Maximum | 230 | 230 |
| Zeros | 0 | 0 |
| Zeros (%) | 0.0% | 0.0% |
| Negative | 0 | 0 |
| Negative (%) | 0.0% | 0.0% |
| Memory size | 8.4 KiB | 4.1 KiB |
Quantile statistics
| Train | Test | |
|---|---|---|
| Minimum | 5 | 20 |
| 5-th percentile | 34 | 35.3 |
| Q1 | 50 | 50 |
| median | 70 | 70 |
| Q3 | 90 | 91 |
| 95-th percentile | 125 | 130 |
| Maximum | 230 | 230 |
| Range | 225 | 210 |
| Interquartile range (IQR) | 40 | 41 |
Descriptive statistics
| Train | Test | |
|---|---|---|
| Standard deviation | 31.412295 | 30.733128 |
| Coefficient of variation (CV) | 0.42905535 | 0.40911385 |
| Kurtosis | 3.0354129 | 2.1440918 |
| Mean | 73.212687 | 75.121212 |
| Median Absolute Deviation (MAD) | 20 | 20 |
| Skewness | 1.1855263 | 1.1078873 |
| Sum | 39242 | 19832 |
| Variance | 986.73225 | 944.52518 |
| Monotonicity | Not monotonic | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 70 | 32 | 6.0% |
| 80 | 30 | 5.6% |
| 60 | 30 | 5.6% |
| 85 | 26 | 4.9% |
| 40 | 25 | 4.7% |
| 45 | 24 | 4.5% |
| 50 | 24 | 4.5% |
| 100 | 24 | 4.5% |
| 90 | 23 | 4.3% |
| 65 | 22 | 4.1% |
| Other values (80) | 276 |
| Value | Count | Frequency (%) |
| 50 | 25 | 9.5% |
| 70 | 22 | 8.3% |
| 60 | 16 | 6.1% |
| 65 | 14 | 5.3% |
| 90 | 12 | 4.5% |
| 55 | 11 | 4.2% |
| 40 | 11 | 4.2% |
| 75 | 9 | 3.4% |
| 100 | 9 | 3.4% |
| 80 | 9 | 3.4% |
| Other values (56) | 126 |
| Value | Count | Frequency (%) |
| 5 | 2 | 0.4% |
| 10 | 1 | 0.2% |
| 15 | 4 | 0.7% |
| 20 | 2 | 0.4% |
| 23 | 1 | 0.2% |
| 25 | 1 | 0.2% |
| 28 | 1 | 0.2% |
| 30 | 12 | |
| 32 | 2 | 0.4% |
| 34 | 2 | 0.4% |
| Value | Count | Frequency (%) |
| 20 | 2 | 0.8% |
| 25 | 1 | 0.4% |
| 30 | 2 | 0.8% |
| 33 | 1 | 0.4% |
| 34 | 1 | 0.4% |
| 35 | 7 | |
| 37 | 2 | 0.8% |
| 40 | 11 | |
| 41 | 2 | 0.8% |
| 42 | 2 | 0.8% |
| Value | Count | Frequency (%) |
| 20 | 2 | 0.4% |
| 25 | 1 | 0.2% |
| 30 | 2 | 0.4% |
| 33 | 1 | 0.2% |
| 34 | 1 | 0.2% |
| 35 | 7 | |
| 37 | 2 | 0.4% |
| 40 | 11 | |
| 41 | 2 | 0.4% |
| 42 | 2 | 0.4% |
| Value | Count | Frequency (%) |
| 5 | 2 | 0.8% |
| 10 | 1 | 0.4% |
| 15 | 4 | 1.5% |
| 20 | 2 | 0.8% |
| 23 | 1 | 0.4% |
| 25 | 1 | 0.4% |
| 28 | 1 | 0.4% |
| 30 | 12 | |
| 32 | 2 | 0.8% |
| 34 | 2 | 0.8% |
Sp. Atk
Real number (ℝ)
| Train | Test | |
|---|---|---|
| Distinct | 96 | 68 |
| Distinct (%) | 17.9% | 25.8% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Infinite | 0 | 0 |
| Infinite (%) | 0.0% | 0.0% |
| Mean | 72.354478 | 73.765152 |
| Train | Test | |
|---|---|---|
| Minimum | 10 | 10 |
| Maximum | 180 | 194 |
| Zeros | 0 | 0 |
| Zeros (%) | 0.0% | 0.0% |
| Negative | 0 | 0 |
| Negative (%) | 0.0% | 0.0% |
| Memory size | 8.4 KiB | 4.1 KiB |
Quantile statistics
| Train | Test | |
|---|---|---|
| Minimum | 10 | 10 |
| 5-th percentile | 30 | 30 |
| Q1 | 48.75 | 50 |
| median | 65 | 65 |
| Q3 | 95 | 95 |
| 95-th percentile | 130 | 135 |
| Maximum | 180 | 194 |
| Range | 170 | 184 |
| Interquartile range (IQR) | 46.25 | 45 |
Descriptive statistics
| Train | Test | |
|---|---|---|
| Standard deviation | 31.933888 | 34.310007 |
| Coefficient of variation (CV) | 0.4413533 | 0.46512488 |
| Kurtosis | 0.055811185 | 0.62078844 |
| Mean | 72.354478 | 73.765152 |
| Median Absolute Deviation (MAD) | 22 | 20 |
| Skewness | 0.65796668 | 0.87820664 |
| Sum | 38782 | 19474 |
| Variance | 1019.7732 | 1177.1766 |
| Monotonicity | Not monotonic | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 60 | 36 | 6.7% |
| 40 | 34 | 6.3% |
| 65 | 28 | 5.2% |
| 50 | 25 | 4.7% |
| 35 | 24 | 4.5% |
| 55 | 22 | 4.1% |
| 95 | 20 | 3.7% |
| 70 | 20 | 3.7% |
| 45 | 17 | 3.2% |
| 105 | 16 | 3.0% |
| Other values (86) | 294 |
| Value | Count | Frequency (%) |
| 45 | 16 | 6.1% |
| 65 | 16 | 6.1% |
| 60 | 15 | 5.7% |
| 40 | 15 | 5.7% |
| 50 | 14 | 5.3% |
| 85 | 13 | 4.9% |
| 55 | 13 | 4.9% |
| 100 | 13 | 4.9% |
| 80 | 12 | 4.5% |
| 70 | 10 | 3.8% |
| Other values (58) | 127 |
| Value | Count | Frequency (%) |
| 10 | 1 | 0.2% |
| 15 | 3 | 0.6% |
| 20 | 6 | 1.1% |
| 24 | 1 | 0.2% |
| 25 | 8 | |
| 27 | 1 | 0.2% |
| 29 | 1 | 0.2% |
| 30 | 16 | |
| 31 | 1 | 0.2% |
| 32 | 2 | 0.4% |
| Value | Count | Frequency (%) |
| 10 | 2 | 0.8% |
| 15 | 1 | 0.4% |
| 20 | 2 | 0.8% |
| 23 | 1 | 0.4% |
| 24 | 1 | 0.4% |
| 25 | 3 | 1.1% |
| 27 | 1 | 0.4% |
| 30 | 8 | |
| 35 | 5 | |
| 36 | 1 | 0.4% |
| Value | Count | Frequency (%) |
| 10 | 2 | 0.4% |
| 15 | 1 | 0.2% |
| 20 | 2 | 0.4% |
| 23 | 1 | 0.2% |
| 24 | 1 | 0.2% |
| 25 | 3 | 0.6% |
| 27 | 1 | 0.2% |
| 30 | 8 | |
| 35 | 5 | |
| 36 | 1 | 0.2% |
| Value | Count | Frequency (%) |
| 10 | 1 | 0.4% |
| 15 | 3 | 1.1% |
| 20 | 6 | 2.3% |
| 24 | 1 | 0.4% |
| 25 | 8 | |
| 27 | 1 | 0.4% |
| 29 | 1 | 0.4% |
| 30 | 16 | |
| 31 | 1 | 0.4% |
| 32 | 2 | 0.8% |
Sp. Def
Real number (ℝ)
| Train | Test | |
|---|---|---|
| Distinct | 85 | 60 |
| Distinct (%) | 15.9% | 22.7% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Infinite | 0 | 0 |
| Infinite (%) | 0.0% | 0.0% |
| Mean | 71.251866 | 73.223485 |
| Train | Test | |
|---|---|---|
| Minimum | 20 | 20 |
| Maximum | 230 | 160 |
| Zeros | 0 | 0 |
| Zeros (%) | 0.0% | 0.0% |
| Negative | 0 | 0 |
| Negative (%) | 0.0% | 0.0% |
| Memory size | 8.4 KiB | 4.1 KiB |
Quantile statistics
| Train | Test | |
|---|---|---|
| Minimum | 20 | 20 |
| 5-th percentile | 30 | 35 |
| Q1 | 50 | 50 |
| median | 65.5 | 70 |
| Q3 | 89 | 90 |
| 95-th percentile | 120 | 122.55 |
| Maximum | 230 | 160 |
| Range | 210 | 140 |
| Interquartile range (IQR) | 39 | 40 |
Descriptive statistics
| Train | Test | |
|---|---|---|
| Standard deviation | 28.262951 | 26.930541 |
| Coefficient of variation (CV) | 0.39666261 | 0.36778557 |
| Kurtosis | 2.3410938 | 0.0060226655 |
| Mean | 71.251866 | 73.223485 |
| Median Absolute Deviation (MAD) | 17.5 | 20 |
| Skewness | 0.99059217 | 0.55459966 |
| Sum | 38191 | 19331 |
| Variance | 798.79439 | 725.25405 |
| Monotonicity | Not monotonic | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 80 | 34 | 6.3% |
| 60 | 33 | 6.2% |
| 65 | 33 | 6.2% |
| 55 | 31 | 5.8% |
| 50 | 30 | 5.6% |
| 75 | 26 | 4.9% |
| 70 | 23 | 4.3% |
| 40 | 22 | 4.1% |
| 45 | 22 | 4.1% |
| 90 | 20 | 3.7% |
| Other values (75) | 262 |
| Value | Count | Frequency (%) |
| 50 | 20 | 7.6% |
| 80 | 18 | 6.8% |
| 70 | 17 | 6.4% |
| 90 | 16 | 6.1% |
| 55 | 16 | 6.1% |
| 75 | 14 | 5.3% |
| 45 | 13 | 4.9% |
| 85 | 12 | 4.5% |
| 65 | 11 | 4.2% |
| 95 | 10 | 3.8% |
| Other values (50) | 117 |
| Value | Count | Frequency (%) |
| 20 | 5 | 0.9% |
| 23 | 1 | 0.2% |
| 25 | 8 | |
| 30 | 14 | |
| 31 | 1 | 0.2% |
| 32 | 1 | 0.2% |
| 33 | 1 | 0.2% |
| 35 | 14 | |
| 36 | 1 | 0.2% |
| 37 | 1 | 0.2% |
| Value | Count | Frequency (%) |
| 20 | 1 | 0.4% |
| 25 | 3 | 1.1% |
| 30 | 6 | |
| 34 | 1 | 0.4% |
| 35 | 4 | |
| 37 | 2 | 0.8% |
| 39 | 1 | 0.4% |
| 40 | 8 | |
| 41 | 2 | 0.8% |
| 42 | 1 | 0.4% |
| Value | Count | Frequency (%) |
| 20 | 1 | 0.2% |
| 25 | 3 | 0.6% |
| 30 | 6 | |
| 34 | 1 | 0.2% |
| 35 | 4 | |
| 37 | 2 | 0.4% |
| 39 | 1 | 0.2% |
| 40 | 8 | |
| 41 | 2 | 0.4% |
| 42 | 1 | 0.2% |
| Value | Count | Frequency (%) |
| 20 | 5 | 1.9% |
| 23 | 1 | 0.4% |
| 25 | 8 | |
| 30 | 14 | |
| 31 | 1 | 0.4% |
| 32 | 1 | 0.4% |
| 33 | 1 | 0.4% |
| 35 | 14 | |
| 36 | 1 | 0.4% |
| 37 | 1 | 0.4% |
Speed
Real number (ℝ)
| Train | Test | |
|---|---|---|
| Distinct | 98 | 70 |
| Distinct (%) | 18.3% | 26.5% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Infinite | 0 | 0 |
| Infinite (%) | 0.0% | 0.0% |
| Mean | 68.257463 | 68.318182 |
| Train | Test | |
|---|---|---|
| Minimum | 5 | 5 |
| Maximum | 160 | 180 |
| Zeros | 0 | 0 |
| Zeros (%) | 0.0% | 0.0% |
| Negative | 0 | 0 |
| Negative (%) | 0.0% | 0.0% |
| Memory size | 8.4 KiB | 4.1 KiB |
Quantile statistics
| Train | Test | |
|---|---|---|
| Minimum | 5 | 5 |
| 5-th percentile | 25 | 25 |
| Q1 | 45 | 45 |
| median | 65 | 65 |
| Q3 | 90 | 90 |
| 95-th percentile | 115 | 110 |
| Maximum | 160 | 180 |
| Range | 155 | 175 |
| Interquartile range (IQR) | 45 | 45 |
Descriptive statistics
| Train | Test | |
|---|---|---|
| Standard deviation | 29.127065 | 28.979951 |
| Coefficient of variation (CV) | 0.42672353 | 0.42419089 |
| Kurtosis | -0.39281647 | 0.11051886 |
| Mean | 68.257463 | 68.318182 |
| Median Absolute Deviation (MAD) | 20 | 21 |
| Skewness | 0.36473903 | 0.34592384 |
| Sum | 36586 | 18036 |
| Variance | 848.38593 | 839.83754 |
| Monotonicity | Not monotonic | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 50 | 33 | 6.2% |
| 60 | 31 | 5.8% |
| 70 | 29 | 5.4% |
| 30 | 23 | 4.3% |
| 55 | 22 | 4.1% |
| 100 | 22 | 4.1% |
| 65 | 20 | 3.7% |
| 45 | 20 | 3.7% |
| 80 | 17 | 3.2% |
| 90 | 17 | 3.2% |
| Other values (88) | 302 |
| Value | Count | Frequency (%) |
| 40 | 16 | 6.1% |
| 65 | 16 | 6.1% |
| 80 | 16 | 6.1% |
| 90 | 14 | 5.3% |
| 60 | 13 | 4.9% |
| 50 | 13 | 4.9% |
| 30 | 12 | 4.5% |
| 85 | 11 | 4.2% |
| 95 | 11 | 4.2% |
| 45 | 9 | 3.4% |
| Other values (60) | 133 |
| Value | Count | Frequency (%) |
| 5 | 1 | 0.2% |
| 10 | 1 | 0.2% |
| 15 | 8 | 1.5% |
| 20 | 10 | |
| 23 | 2 | 0.4% |
| 25 | 6 | 1.1% |
| 28 | 4 | 0.7% |
| 29 | 2 | 0.4% |
| 30 | 23 | |
| 32 | 4 | 0.7% |
| Value | Count | Frequency (%) |
| 5 | 1 | 0.4% |
| 10 | 2 | 0.8% |
| 15 | 1 | 0.4% |
| 20 | 5 | |
| 22 | 1 | 0.4% |
| 23 | 2 | 0.8% |
| 24 | 1 | 0.4% |
| 25 | 4 | 1.5% |
| 29 | 1 | 0.4% |
| 30 | 12 |
| Value | Count | Frequency (%) |
| 5 | 1 | 0.2% |
| 10 | 2 | 0.4% |
| 15 | 1 | 0.2% |
| 20 | 5 | |
| 22 | 1 | 0.2% |
| 23 | 2 | 0.4% |
| 24 | 1 | 0.2% |
| 25 | 4 | 0.7% |
| 29 | 1 | 0.2% |
| 30 | 12 |
| Value | Count | Frequency (%) |
| 5 | 1 | 0.4% |
| 10 | 1 | 0.4% |
| 15 | 8 | 3.0% |
| 20 | 10 | |
| 23 | 2 | 0.8% |
| 25 | 6 | 2.3% |
| 28 | 4 | 1.5% |
| 29 | 2 | 0.8% |
| 30 | 23 | |
| 32 | 4 | 1.5% |
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Train
| Total | HP | Attack | Defense | Sp. Atk | Sp. Def | Speed | |
|---|---|---|---|---|---|---|---|
| Total | 1.000 | 0.747 | 0.719 | 0.706 | 0.727 | 0.764 | 0.590 |
| HP | 0.747 | 1.000 | 0.583 | 0.462 | 0.504 | 0.546 | 0.313 |
| Attack | 0.719 | 0.583 | 1.000 | 0.527 | 0.362 | 0.329 | 0.419 |
| Defense | 0.706 | 0.462 | 0.527 | 1.000 | 0.348 | 0.588 | 0.143 |
| Sp. Atk | 0.727 | 0.504 | 0.362 | 0.348 | 1.000 | 0.567 | 0.455 |
| Sp. Def | 0.764 | 0.546 | 0.329 | 0.588 | 0.567 | 1.000 | 0.325 |
| Speed | 0.590 | 0.313 | 0.419 | 0.143 | 0.455 | 0.325 | 1.000 |
Test
| Total | HP | Attack | Defense | Sp. Atk | Sp. Def | Speed | |
|---|---|---|---|---|---|---|---|
| Total | 1.000 | 0.642 | 0.725 | 0.626 | 0.731 | 0.736 | 0.524 |
| HP | 0.642 | 1.000 | 0.532 | 0.377 | 0.403 | 0.384 | 0.165 |
| Attack | 0.725 | 0.532 | 1.000 | 0.493 | 0.365 | 0.307 | 0.286 |
| Defense | 0.626 | 0.377 | 0.493 | 1.000 | 0.247 | 0.555 | -0.011 |
| Sp. Atk | 0.731 | 0.403 | 0.365 | 0.247 | 1.000 | 0.580 | 0.467 |
| Sp. Def | 0.736 | 0.384 | 0.307 | 0.555 | 0.580 | 1.000 | 0.310 |
| Speed | 0.524 | 0.165 | 0.286 | -0.011 | 0.467 | 0.310 | 1.000 |
Train
A simple visualization of nullity by column.
Test
A simple visualization of nullity by column.
Train
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
Test
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
Train
| Total | HP | Attack | Defense | Sp. Atk | Sp. Def | Speed | |
|---|---|---|---|---|---|---|---|
| 501 | 330 | 40 | 50 | 90 | 30 | 55 | 65 |
| 334 | 280 | 30 | 40 | 55 | 40 | 55 | 60 |
| 285 | 420 | 70 | 90 | 70 | 60 | 60 | 70 |
| 18 | 395 | 65 | 90 | 40 | 45 | 80 | 75 |
| 584 | 390 | 70 | 105 | 105 | 50 | 40 | 20 |
| 748 | 325 | 45 | 80 | 100 | 35 | 37 | 28 |
| 83 | 410 | 50 | 85 | 55 | 65 | 65 | 90 |
| 61 | 305 | 40 | 80 | 35 | 35 | 45 | 70 |
| 462 | 244 | 30 | 30 | 42 | 30 | 42 | 70 |
| 291 | 205 | 50 | 35 | 55 | 25 | 25 | 15 |
Test
| Total | HP | Attack | Defense | Sp. Atk | Sp. Def | Speed | |
|---|---|---|---|---|---|---|---|
| 696 | 600 | 92 | 105 | 90 | 125 | 90 | 98 |
| 667 | 485 | 75 | 75 | 75 | 125 | 95 | 40 |
| 63 | 350 | 55 | 70 | 45 | 70 | 50 | 60 |
| 533 | 520 | 50 | 65 | 107 | 105 | 107 | 86 |
| 66 | 385 | 65 | 65 | 65 | 50 | 50 | 90 |
| 621 | 488 | 65 | 90 | 115 | 45 | 115 | 58 |
| 346 | 467 | 100 | 73 | 83 | 73 | 83 | 55 |
| 490 | 485 | 50 | 92 | 108 | 92 | 108 | 35 |
| 760 | 320 | 50 | 60 | 60 | 60 | 60 | 30 |
| 456 | 495 | 60 | 52 | 168 | 47 | 138 | 30 |
Train
| Total | HP | Attack | Defense | Sp. Atk | Sp. Def | Speed | |
|---|---|---|---|---|---|---|---|
| 466 | 495 | 85 | 105 | 55 | 85 | 50 | 115 |
| 121 | 450 | 250 | 5 | 5 | 35 | 105 | 50 |
| 614 | 315 | 70 | 90 | 45 | 15 | 45 | 50 |
| 20 | 251 | 40 | 45 | 40 | 35 | 35 | 56 |
| 700 | 580 | 91 | 129 | 90 | 72 | 90 | 108 |
| 71 | 590 | 55 | 50 | 65 | 175 | 95 | 150 |
| 106 | 325 | 30 | 105 | 90 | 25 | 25 | 50 |
| 270 | 680 | 106 | 130 | 90 | 110 | 154 | 90 |
| 435 | 309 | 44 | 58 | 44 | 58 | 44 | 61 |
| 102 | 600 | 60 | 65 | 80 | 170 | 95 | 130 |
Test
| Total | HP | Attack | Defense | Sp. Atk | Sp. Def | Speed | |
|---|---|---|---|---|---|---|---|
| 593 | 405 | 85 | 105 | 85 | 40 | 50 | 40 |
| 332 | 530 | 70 | 110 | 180 | 60 | 60 | 50 |
| 24 | 253 | 30 | 56 | 35 | 25 | 35 | 72 |
| 780 | 335 | 49 | 66 | 70 | 44 | 55 | 51 |
| 351 | 500 | 170 | 90 | 45 | 90 | 45 | 60 |
| 356 | 330 | 60 | 25 | 35 | 70 | 80 | 60 |
| 51 | 285 | 35 | 70 | 55 | 45 | 55 | 25 |
| 331 | 430 | 60 | 90 | 140 | 50 | 50 | 40 |
| 733 | 213 | 45 | 22 | 60 | 27 | 30 | 29 |
| 629 | 329 | 50 | 50 | 62 | 40 | 62 | 65 |
Train
| Total | HP | Attack | Defense | Sp. Atk | Sp. Def | Speed | # duplicates | |
|---|---|---|---|---|---|---|---|---|
| 8 | 600 | 100 | 100 | 100 | 100 | 100 | 100 | 5 |
| 5 | 498 | 75 | 98 | 63 | 98 | 63 | 101 | 3 |
| 0 | 205 | 50 | 35 | 55 | 25 | 25 | 15 | 2 |
| 1 | 309 | 39 | 52 | 43 | 60 | 50 | 65 | 2 |
| 2 | 316 | 50 | 53 | 48 | 53 | 48 | 64 | 2 |
| 3 | 405 | 58 | 64 | 58 | 80 | 65 | 80 | 2 |
| 4 | 480 | 80 | 80 | 80 | 80 | 80 | 80 | 2 |
| 6 | 520 | 50 | 65 | 107 | 105 | 107 | 86 | 2 |
| 7 | 580 | 79 | 115 | 70 | 125 | 80 | 111 | 2 |
| 9 | 680 | 126 | 131 | 95 | 131 | 98 | 99 | 2 |
Test
| Total | HP | Attack | Defense | Sp. Atk | Sp. Def | Speed | # duplicates | |
|---|---|---|---|---|---|---|---|---|
| 0 | 520 | 50 | 65 | 107 | 105 | 107 | 86 | 3 |